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Hyperlex status

Naming: repo Hyperlex is the transitional monorepo shell. Public products: Hyperlexical (Spec 007 model / train / eval / E2 / name_gate claim) and ne0l0gist (slang ingest). name_gate remains false.

Version: 0.4.0
Observed: 2026-09-12
Posture: Hermes skill = current operator surface. Spec 007 = model path (SHADOW). Spark BEST = seed-morph65 (PROMOTE — 0.8584070796460177 ep6 > fair morph63 0.8539823008849557 n=226; E2 PASS). name_gate still false. Install: bash install.sh → ~/.hermes/skills/hyperlex
Claude (optional): bash install.sh --claude → ~/.claude/skills/hyperlex
Track: Phases 0–4 complete · Phase 5.0–5.3 · Pages static run history · Spec 007 SHADOW encoder on main

This file is the operator snapshot. The docs site copies it to status. Do not treat it as a Hub card or a Brier score.

Trajectory

Layer Role State
Hermes skill What you run today (SKILL.md, CLI, src/hyperlex/) Ready (v0.4.0)
T0 Encoder baseline; card hyperlex-encoder-* Specified. Not named Hyperlexical.
T1 First artifact that may be called Hyperlexical Trained E2 PASS on Spark; still blocked on Danny yes for name_gate
name_gate Name + publish wall false
Hub Operator upload Not published

Classify volume is ready. Volume does not flip name_gate. Seed smoke ≠ T1.

Health

python3 scripts/hyperlex.py doctor
python3 scripts/release_preflight.py
python3 scripts/hyperlex.py simulate --term rizz --mode scenario
python -m hyperlex inbox list
PYTHONPATH=scripts/shadow python3 -m hyperlexical.infer --text rizz --offline

Spec 007 — honest gates

SHADOW / advisory. Not on API_V1. Do not call the artifact Hyperlexical. Do not set name_gate true.

Operator scoreboard 2026-09-10 PT evening (Danny-locked; matches Notion Operator Hub):

Surface n Notes
Local SoT ~/.hyperlex/hyperlexical/ingest_candidates.jsonl 4333 402 OBSERVED / 3931 INFERRED. Not in git.
Export --include-live (operator machine) 6506 classify family 2437 · unbind 1345 · negatives 208
Tracked specs/007-hyperlexical-model/exports/civilian.v0.1.jsonl 883 Seed/snapshot only. Do not treat as the train SoT.

Danny ~2500 candidate bar: met. Hermes 913 / “gap to 2500” is superseded — not current SoT status. Afternoon store family-labeled 1789 (stretch 2000 not reached) is the blanket-yes receipt figure; export classify 2437 is the harvest gate. Moltbook row counts (for example ~360 ai-native) are a Moltbook subset, not the global SoT.

Gate State
Classify volume Ready — operator --include-live family classify 2437 (≥2k). name_gate gaps 0 / 0 / 0 on that surface.
name_gate false — E2 PASS on Spark does not flip the gate. Danny yes still required. Volume ≠ name.
Spark BEST seed-morph65 — pin unbind_exact=0.8584070796460177 (ep6, 194/226) > fair morph63 0.8539823008849557. E2 PASS. Ladder ≥0.55 HIT. LAST_TRAINABLE_MAX=8 HIT. Upsample ladder frozen.
E2 vs Spec 004 Stub still FAIL (expected). Trained trunk-forward E2 PASS on morph19 (unbind_exact=1.0). Seed smoke ≠ T1.
Hub publish No — skeleton in-repo; weights stay on Spark.
T1 name Not allowed. Card stays hyperlex-encoder-* until Danny yes on name_gate.
Lineage families 8 only. No ninth family.
Brier null on every 007 packet.
Crawl Crawl4AI 0.9.3 default. --source firecrawl aliases to crawl4ai. No paid Firecrawl without Danny yes.

Spark trains from the local SoT / export --include-live, not from the tracked seed alone.

Spark procedure (bring-up, not a product card):

Pages overview: SHADOW encoder (007)

Surface (ready)

Area Status
Skill contract + install Ready
Mock offline analyze Ready
Lineage (8 families + 2026 YTD leaves) Ready
YTD backfill packs (data/backfill/2026/) Ready
Lineage backpropagation (non-mutating) Ready
Typology + community drivers Ready
Virality prediction (SPECULATIVE) Ready
Receipts + ledger + ledger-stats/diff Ready
Forecasts → settle → Brier series Ready (settlement required)
Rune relay + market connectors Ready
Diagrams from history Ready
Case study runner Ready
MkDocs + Pages (enabled) Ready
Pages static run history Ready
Long-term analysis archive Ready
Governed LLM (echo / openai_compatible) Opt-in
Phase 5 cultural transmission / multi-agent / risk / phylogeny Ready (SPECULATIVE)
Local vector DB + Chroma promote Ready
Mutation prediction Ready (SPECULATIVE)
Hybrid lineage re-rank Ready
Domain phylogeny packs Ready
Transmission calibrate / scenario library Ready
Risk → scan/cron schedule Ready (advisory)
Ingest routes + automatic pipeline Ready
Atomic multi-term seeds Ready
Analysis enrichment (compression_metrics, typology tags, signal_report, integrity header) Ready
Local attractor store (~/.hyperlex/signals/) Ready (inbox list|push|clear)
Attractor candidate rune (RUNE.HLX.ATTRACTOR_CANDIDATE) Ready (advisory only)
Spec 007 model path (T0→T1) SHADOW · Spark BEST morph65 (0.8584 ep6 n=226) · fair morph63 0.8540 · E2 PASS · ladder ≥0.55 HIT · LAST=8 MAX · upsample frozen · name_gate false · no Hub · not named Hyperlexical
007 live ingest tap SHADOW · pipeline/analyze/scan fail-open → ~/.hyperlex/hyperlexical/ingest_candidates.jsonl · INFERRED only
Public PyPI Not planned
External system hard import Never

Operator loop

pipeline "rizz" | run "rizz"
  → hyperlexical tap (INFERRED candidates)
  → pending → settle → score-series
  → scan / risk-schedule
  → relay --push-inbox
  → PYTHONPATH=scripts/shadow python3 -m hyperlexical.ingest_tap
  → inbox list
  → vector-seed / vector-sync
  → archive-export

007 Spark (Aaron, not the daily loop): specs/007-hyperlexical-model/AARON-SPARK-TRAIN.md

Data dirs

~/.hyperlex/receipts/
~/.hyperlex/receipt_ledger.jsonl
~/.hyperlex/score_log.jsonl
~/.hyperlex/mutation_watch.jsonl
~/.hyperlex/cache/
~/.hyperlex/vector.db
~/.hyperlex/chroma/
~/.hyperlex/signals/inbox.jsonl
~/.hyperlex/hyperlexical/ingest_candidates.jsonl
~/.hyperlex/models/   # Spark dumps only; not git
data/backfill/2026/
  1. Spark BEST = morph65 (held). morph66 residual-gold REJECT (0.9502 < fair 0.9602 n=201). Upsample ladder frozen. Do not replay morph66 force/hard or second-slot 4. Next: METHOD-label morph65 force residuals (8 INFERRED on n=201). See NEXT_MOVES_007.md / receipts/20260921-morph66-40ep-reject-vs-best.md.
  2. Burn-in offline runs + settle path (this is how Brier becomes real).
  3. Do not Hub-upload. Do not promote scripts/shadow/hyperlexical/ into src/hyperlex/ (T13). Do not flip name_gate.

README

Operator front door expanded for stack parity with Athanor / Semion / Yggdrasil (2026-09-11). Changelog-style dumps stay in CHANGELOG / receipts — not the main page.